🔄 ConvergeBench Report

Model: flux-dev | Generated: 2026-02-02 08:38:11 | Max Rounds: 3

📊 Summary Statistics

18
Total Evaluations
18
Successful (Round 1+)
2
Edit Categories
3
Max Rounds Completed

📈 Degradation by Round

Average metrics across all evaluations. Lower degradation = better convergence.

Round PSNR (dB) ↑ SSIM ↑ CLIP Sim ↑ Samples
Round 1 26.31 0.8730 0.9655 18
Round 2 21.77 0.7728 0.9250 18
Round 3 20.34 0.7208 0.8727 18

🖼️ Visual Examples

Round-trip examples: Original → Forward Edit → Backward Edit (Round 1)

Glasses Add Remove
portrait_01.jpg • accessories
Original Forward Backward
Original + Edit - Edit
PSNR: 34.3 SSIM: 0.951 CLIP: 0.984
Hat Add Remove
portrait_01.jpg • accessories
Original Forward Backward
Original + Edit - Edit
PSNR: 18.7 SSIM: 0.763 CLIP: 0.943
Sunglasses Add Remove
portrait_01.jpg • accessories
Original Forward Backward
Original + Edit - Edit
PSNR: 29.7 SSIM: 0.939 CLIP: 0.951
Glasses Add Remove
portrait_02.jpg • accessories
Original Forward Backward
Original + Edit - Edit
PSNR: 31.6 SSIM: 0.890 CLIP: 0.989
Hat Add Remove
portrait_02.jpg • accessories
Original Forward Backward
Original + Edit - Edit
PSNR: 20.7 SSIM: 0.785 CLIP: 0.887
Sunglasses Add Remove
portrait_02.jpg • accessories
Original Forward Backward
Original + Edit - Edit
PSNR: 30.9 SSIM: 0.883 CLIP: 0.975
Glasses Add Remove
portrait_03.jpg • accessories
Original Forward Backward
Original + Edit - Edit
PSNR: 31.0 SSIM: 0.926 CLIP: 0.987
Hat Add Remove
portrait_03.jpg • accessories
Original Forward Backward
Original + Edit - Edit
PSNR: 12.3 SSIM: 0.429 CLIP: 0.909
Sunglasses Add Remove
portrait_03.jpg • accessories
Original Forward Backward
Original + Edit - Edit
PSNR: 27.8 SSIM: 0.906 CLIP: 0.976
Chair Add Remove
scene_01.jpg • scene_objects
Original Forward Backward
Original + Edit - Edit
PSNR: 29.2 SSIM: 0.949 CLIP: 0.966
Red Ball Add Remove
scene_01.jpg • scene_objects
Original Forward Backward
Original + Edit - Edit
PSNR: 31.7 SSIM: 0.963 CLIP: 0.986
Plant Add Remove
scene_01.jpg • scene_objects
Original Forward Backward
Original + Edit - Edit
PSNR: 32.2 SSIM: 0.956 CLIP: 0.979

📂 Results by Category

Accessories

9/9 successful
PSNR
26.3
SSIM
0.830
CLIP
0.956

Scene Objects

9/9 successful
PSNR
26.3
SSIM
0.915
CLIP
0.975